annoyed - Story 6528 | Emotion Vectors in Gemma4-31B

“God, he’s everywhere,” Jason thought, scrolling through the social media posts. The trending topic: the plagiarism scandal involving his beloved author, Silas Blackwood. He clicked his tongue and tossed his phone onto the couch. Blackwood's words, once a comfort, now felt poisoned. Jason ran his hands through his hair, the gesture almost violent. He’d defended the man. He’d recommended his books. Now, he felt foolish. He wanted to delete everything.

Emotion: annoyed

Cluster: Anger / Hostility

PC1 (Valence): -0.59 Negative

PC2 (Disposition): 1.27

Role in Research

This story is one of 1,000 stories generated for the emotion annoyed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 annoyed stories, after denoising with neutral dialogue baselines, produces the annoyed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the annoyed vector is projected through the unembedding matrix.

Promoted:

`l`	0.376
`😠`	0.251
`骂`	0.249
`🤬`	0.245
`fucking`	0.239

Suppressed:

`own`	-0.352
`渗透`	-0.251
`gradually`	-0.234
`unfolding`	-0.226
`超越`	-0.224